A systematic review and meta-analysis of machine learning, deep learning, and ensemble learning approaches in predicting EV charging behavior
E Yaghoubi, E Yaghoubi, A Khamees, D Razmi… - … Applications of Artificial …, 2024 - Elsevier
Abstract Machine learning (ML) and deep learning (DL) have enabled algorithms to
autonomously acquire knowledge from data, facilitating predictive and decision-making …
autonomously acquire knowledge from data, facilitating predictive and decision-making …
A comprehensive overview of AI based methods for SoC estimation of Li-ion Batteries in EV
State of charge (SoC) estimation is a critical aspect of managing lithium-ion (Li-ion) batteries
in electric vehicles (EVs). Various Artificial Intelligence (AI) techniques have been used to …
in electric vehicles (EVs). Various Artificial Intelligence (AI) techniques have been used to …
Model-Based State-of-Charge Estimation of 28 V LiFePO4 Aircraft Battery
This article introduces an advanced state-of-charge (SOC) estimation method customized for
28 V LiFePO4 (LFP) helicopter batteries. The battery usage profile is characterized by four …
28 V LiFePO4 (LFP) helicopter batteries. The battery usage profile is characterized by four …
AdaBoost. Rt-LSTM Based Joint SOC and SOH Estimation Method for Retired Batteries
R Li, P Liu, K Li, X Zhang - Batteries, 2023 - mdpi.com
Achieving accurate retired battery state of health (SOH) and state of charge (SOC)
estimation is a safe prerequisite for securing the battery secondary utilization and thus …
estimation is a safe prerequisite for securing the battery secondary utilization and thus …
[HTML][HTML] A Comparative Study of Electric Vehicles Battery State of Charge Estimation Based on Machine Learning and Real Driving Data
Electric vehicles (EVs) are rising in the automotive industry, replacing combustion engines
and increasing their global market presence. These vehicles offer zero emissions during …
and increasing their global market presence. These vehicles offer zero emissions during …
Enhancing power transformer health assessment through dimensional reduction and ensemble approaches in Dissolved Gas Analysis
Transformer health analysis using Dissolved Gas Analysis is crucial for diagnosing power
transformer faults. This paper proposes an innovative approach to diagnose power …
transformer faults. This paper proposes an innovative approach to diagnose power …
Research on SOC Estimation Method for Lithium-Ion Batteries Based on Neural Network
C Zhang, X Xu, Y Li, J Huang, C Li, W Sun - World Electric Vehicle …, 2023 - mdpi.com
With the increasingly serious problem of environmental pollution, new energy vehicles have
become a hot spot in today's research. The lithium-ion battery has become the mainstream …
become a hot spot in today's research. The lithium-ion battery has become the mainstream …